view article Article ATE-2: State-of-the-Art Armenian Text Embeddings and the ArmBench-TextEmbed Benchmark 4 days ago • 8
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published 11 days ago • 63
zELO: ELO-inspired Training Method for Rerankers and Embedding Models Paper • 2509.12541 • Published Sep 16, 2025 • 9
Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math Paper • 2602.06291 • Published Feb 6 • 23
Embedding Model Datasets Collection A curated subset of the datasets that work out of the box with Sentence Transformers: https://huggingface.co/datasets?other=sentence-transformers • 70 items • Updated Dec 10, 2025 • 164
NanoBEIR datasets Collection These datasets are compatible with the (Sparse)NanoBEIREvaluator with Sentence Transformers v5.2+. Also CrossEncoderNanoBEIREvaluator if bm25 column • 16 items • Updated 21 days ago • 14
Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model Paper • 2507.05513 • Published Jul 7, 2025 • 1